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Computer-Vision-Notes

世界上只有一种真正的英雄主义,那就是认清了生活的真相后还依然热爱它。

Il n'y a qu'un héroïsme au monde : c'est de voir le monde tel qu'il est , et de l'aimer.

There is only one heroism in the world: to see the world as it is and to love it.

This repo will contain notes for CV-related Papers and Knowledge.

Computer Vision Tasks can be roughly divided into two parts. The one is high-level tasks and the other is low-level tasks.

High-level tasks include image recognition, image classification, video understanding and analysis, semantic segmentation and so on. Low-level tasks include image restoration, image enhancement, image denoising, image deblurring, image super resolution and so on. For high-level tasks, we need to let computers think like human. They need to analyze the images or videos. For low-level tasks, implementations are like Digital Image Processing. We focus more on image quality and we may concentrate less on figuring out what is included in an image or video.

Here are a list of TOP Conferences and Transactions in CV & CG & ML & NLP & RL & Robotics field.

TOP Conferences: CVPR, ICCV, ECCV, NIPS, ICML, ICLR, SIGKDD, IJCAI, AAAI, SIGGRAPH, ACM MM, ICRA, IROS, CoRL, EMNLP, NAACL, ACL, RSS, COLING

Reference

TOP Transactions: IEEE TPAMI, IEEE TNNLS, IEEE TIP, IJCV, JMLR, IEEE TVCG, ACM TOG

Reference

Reference

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